1. Build Pipelines Should Explain Their Decisions

    A pipeline becomes more useful when each stage records the evidence behind release, rejection, and later maintenance decisions.

  2. How to Trace an Agent That Can Crash or Be Killed

    The supervisor must own trace identity, timeouts, and final status because the agent may never get a chance to report how it stopped.

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